Google said it had seen an increased volume of search traffic for “Christmas” each year since 2004.

Searches for ‘Christmas’ started rising slowly at the end of July, according to Google data. (Google Trends)

The company said it was difficult to pinpoint a date at which people typically start searching for Christmas songs, but data from its Google Trends dashboard suggests it started to increase slowly from late July this year.